How do you check an AI SDR demo against what the vendor claims?
Ask to see real messages that went out from real customer accounts, and how many turned into opportunities that customer's sales team accepted. Then test it on your own list, under your own name, before you sign anything long.
Part of Answers
Our view
A demo shows you the best message the tool has ever written. What you need to see is an ordinary Tuesday.
Questions to ask
- Can you show me 20 messages your tool sent last month for a customer like us? Real ones, not samples.
- When you say "meetings", who decided they were real? How many became opportunities that the customer's sales team accepted?
- Whose email domains and LinkedIn accounts does it send from? If something goes wrong, whose account takes the hit?
- Who reads messages before they go out, and can we see or approve them?
- Where do your "signals" come from, how fresh are they, and can you show the signal behind ten recent messages?
- When results are weak, what do you usually tell customers to change? If the only answer is "add more leads", that's a warning sign.
- Can I speak to a customer who has used it for at least six months?
- What happens to our contacts, conversations and data if we leave? What's the shortest commitment you offer?
Then run a test on your own list, under your own name, with a written definition of an opportunity and a check-in date agreed up front.
Use this list on us too. Audienti isn't an AI SDR, but every question still applies. And if you're set on a fully automated tool, we're not the right fit.
What the evidence says
- One buyer's account (Reddit, r/B2Breviewed, September 30, 2026, link; the poster doesn't sell in this category). They said "every opener is the same shape". They also said the vendor's support answer was always "some version of "add more leads"".
- Apollo, September 30, 2026 (SiliconANGLE, link; Apollo sells in this category). SiliconANGLE says Apollo's new Messaging OS "watches for buying signals and uses AI to decide who gets contacted, when and on which channel". That's a good reason to ask any vendor which signal sat behind each message.
- LinkedIn Help, "Prohibited software and extensions" (a1341387, checked October 1, 2026): members who use automation tools "risk having their accounts restricted or shut down". If the tool sends from your LinkedIn account, that risk falls on you.
- Audienti, 'Questions to ask an SDR agency' (/sdr-agency-questions/; we sell in this category): the agency version of this checklist.
Common questions
What questions should I ask an AI SDR vendor?
Ask to see real messages sent last month, and who decided their "meetings" were real. Ask how many became opportunities a customer's sales team accepted, whose accounts the tool sends from, and who reviews messages before they go out.
How do I run an AI SDR pilot?
Use your own list and your own name, and write down what counts as an opportunity before you start. Read what goes out every week, and agree a check-in date with the vendor up front.
How do I measure whether an AI SDR is working?
Count the opportunities your sales team accepts, not emails sent or meetings booked. The pipeline guide shows one way to define an accepted opportunity.
What are the red flags in an AI SDR demo?
Dashboards but no real messages. "Meetings" with no word on who decided they were real. And an answer to weak results that's always "send more".
How do I check a vendor's "signal-based" claims?
Ask them to show the signal behind ten recent messages, where it came from, and whether it was still true when the message went out.
Want the whole picture in one place?
The pipeline guide covers the three usual fixes, what counts as an accepted opportunity, a 90-day plan, and eight questions to ask any pipeline partner.